Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 208829 |
| Missing cells | 655342 |
| Missing cells (%) | 10.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 46.2 MiB |
| Average record size in memory | 232.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 7 |
| Unsupported | 3 |
| DateTime | 2 |
| Text | 5 |
Sample Duration is highly imbalanced (98.7%) | Imbalance |
Pollutant Standard has 208829 (100.0%) missing values | Missing |
Event Type has 208829 (100.0%) missing values | Missing |
AQI has 208829 (100.0%) missing values | Missing |
Local Site Name has 4753 (2.3%) missing values | Missing |
CBSA Name has 23740 (11.4%) missing values | Missing |
Pollutant Standard is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Event Type is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
AQI is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1st Max Hour has 11276 (5.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-14 01:08:42.008838 |
|---|---|
| Analysis finished | 2024-02-14 01:09:00.160051 |
| Duration | 18.15 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
State Code
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.897701 |
| Minimum | 1 |
|---|---|
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 8 |
| median | 26 |
| Q3 | 41 |
| 95-th percentile | 55 |
| Maximum | 56 |
| Range | 55 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 16.781033 |
|---|---|
| Coefficient of variation (CV) | 0.64797385 |
| Kurtosis | -1.2399323 |
| Mean | 25.897701 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.23359368 |
| Sum | 5408191 |
| Variance | 281.60307 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 6 | 30874 | 14.8% |
| 48 | 21448 | 10.3% |
| 4 | 11734 | 5.6% |
| 26 | 11574 | 5.5% |
| 29 | 11048 | 5.3% |
| 19 | 9074 | 4.3% |
| 8 | 9008 | 4.3% |
| 24 | 8712 | 4.2% |
| 32 | 8227 | 3.9% |
| 41 | 7185 | 3.4% |
| Other values (37) | 79945 |
| Value | Count | Frequency (%) |
| 1 | 362 | 0.2% |
| 2 | 3380 | 1.6% |
| 4 | 11734 | 5.6% |
| 5 | 545 | 0.3% |
| 6 | 30874 | |
| 8 | 9008 | 4.3% |
| 9 | 3660 | 1.8% |
| 11 | 360 | 0.2% |
| 12 | 1058 | 0.5% |
| 13 | 5062 | 2.4% |
| Value | Count | Frequency (%) |
| 56 | 5253 | 2.5% |
| 55 | 5858 | 2.8% |
| 54 | 286 | 0.1% |
| 53 | 4559 | 2.2% |
| 51 | 952 | 0.5% |
| 49 | 1639 | 0.8% |
| 48 | 21448 | |
| 47 | 2100 | 1.0% |
| 46 | 498 | 0.2% |
| 45 | 1215 | 0.6% |
County Code
Real number (ℝ)
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.672531 |
| Minimum | 1 |
|---|---|
| Maximum | 510 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 19 |
| median | 53 |
| Q3 | 103 |
| 95-th percentile | 209 |
| Maximum | 510 |
| Range | 509 |
| Interquartile range (IQR) | 84 |
Descriptive statistics
| Standard deviation | 81.70806 |
|---|---|
| Coefficient of variation (CV) | 1.0797585 |
| Kurtosis | 8.2023492 |
| Mean | 75.672531 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 2.4685042 |
| Sum | 15802619 |
| Variance | 6676.2071 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13 | 11095 | 5.3% |
| 3 | 11018 | 5.3% |
| 27 | 8386 | 4.0% |
| 71 | 6877 | 3.3% |
| 19 | 6769 | 3.2% |
| 5 | 6389 | 3.1% |
| 29 | 5464 | 2.6% |
| 9 | 4797 | 2.3% |
| 79 | 4502 | 2.2% |
| 39 | 4394 | 2.1% |
| Other values (102) | 139138 |
| Value | Count | Frequency (%) |
| 1 | 3876 | 1.9% |
| 3 | 11018 | |
| 5 | 6389 | |
| 7 | 2473 | 1.2% |
| 9 | 4797 | |
| 11 | 945 | 0.5% |
| 13 | 11095 | |
| 15 | 2724 | 1.3% |
| 17 | 3298 | 1.6% |
| 19 | 6769 |
| Value | Count | Frequency (%) |
| 510 | 900 | |
| 493 | 362 | 0.2% |
| 479 | 362 | 0.2% |
| 439 | 1356 | |
| 397 | 346 | 0.2% |
| 395 | 358 | 0.2% |
| 375 | 846 | |
| 367 | 360 | 0.2% |
| 349 | 358 | 0.2% |
| 339 | 362 | 0.2% |
Site Num
Real number (ℝ)
| Distinct | 217 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1100.0001 |
| Minimum | 1 |
|---|---|
| Maximum | 9997 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 43 |
| Q3 | 1013 |
| 95-th percentile | 9001 |
| Maximum | 9997 |
| Range | 9996 |
| Interquartile range (IQR) | 1004 |
Descriptive statistics
| Standard deviation | 2339.1881 |
|---|---|
| Coefficient of variation (CV) | 2.1265344 |
| Kurtosis | 6.1334495 |
| Mean | 1100.0001 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | 2.6925803 |
| Sum | 2.2971193 × 108 |
| Variance | 5471801.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 8285 | 4.0% |
| 4 | 7999 | 3.8% |
| 1 | 7276 | 3.5% |
| 2 | 6224 | 3.0% |
| 7 | 5604 | 2.7% |
| 5 | 5510 | 2.6% |
| 9003 | 5482 | 2.6% |
| 9 | 5200 | 2.5% |
| 101 | 5044 | 2.4% |
| 6 | 4396 | 2.1% |
| Other values (207) | 147809 |
| Value | Count | Frequency (%) |
| 1 | 7276 | |
| 2 | 6224 | |
| 3 | 8285 | |
| 4 | 7999 | |
| 5 | 5510 | |
| 6 | 4396 | |
| 7 | 5604 | |
| 8 | 2668 | 1.3% |
| 9 | 5200 | |
| 10 | 2321 | 1.1% |
| Value | Count | Frequency (%) |
| 9997 | 498 | 0.2% |
| 9812 | 362 | 0.2% |
| 9704 | 362 | 0.2% |
| 9702 | 362 | 0.2% |
| 9009 | 362 | 0.2% |
| 9008 | 964 | 0.5% |
| 9007 | 362 | 0.2% |
| 9003 | 5482 | |
| 9002 | 1210 | 0.6% |
| 9001 | 1863 | 0.9% |
Parameter Code
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| 61104 | |
|---|---|
| 61103 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1044145 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 61103 |
|---|---|
| 2nd row | 61103 |
| 3rd row | 61103 |
| 4th row | 61103 |
| 5th row | 61103 |
Common Values
| Value | Count | Frequency (%) |
| 61104 | 104898 | |
| 61103 | 103931 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 61104 | 104898 | |
| 61103 | 103931 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 417658 | |
| 6 | 208829 | |
| 0 | 208829 | |
| 4 | 104898 | 10.0% |
| 3 | 103931 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1044145 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 417658 | |
| 6 | 208829 | |
| 0 | 208829 | |
| 4 | 104898 | 10.0% |
| 3 | 103931 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1044145 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 417658 | |
| 6 | 208829 | |
| 0 | 208829 | |
| 4 | 104898 | 10.0% |
| 3 | 103931 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1044145 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 417658 | |
| 6 | 208829 | |
| 0 | 208829 | |
| 4 | 104898 | 10.0% |
| 3 | 103931 | 10.0% |
POC
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2274349 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1803264 |
|---|---|
| Coefficient of variation (CV) | 0.96162036 |
| Kurtosis | 65.280031 |
| Mean | 1.2274349 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.708825 |
| Sum | 256324 |
| Variance | 1.3931704 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 1 | 190468 | |
| 2 | 12129 | 5.8% |
| 3 | 2348 | 1.1% |
| 4 | 362 | 0.2% |
| 5 | 362 | 0.2% |
| 6 | 362 | 0.2% |
| 7 | 362 | 0.2% |
| 8 | 362 | 0.2% |
| 9 | 362 | 0.2% |
| 10 | 360 | 0.2% |
| Other values (4) | 1352 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 190468 | |
| 2 | 12129 | 5.8% |
| 3 | 2348 | 1.1% |
| 4 | 362 | 0.2% |
| 5 | 362 | 0.2% |
| 6 | 362 | 0.2% |
| 7 | 362 | 0.2% |
| 8 | 362 | 0.2% |
| 9 | 362 | 0.2% |
| 10 | 360 | 0.2% |
| Value | Count | Frequency (%) |
| 14 | 318 | |
| 13 | 332 | |
| 12 | 346 | |
| 11 | 356 | |
| 10 | 360 | |
| 9 | 362 | |
| 8 | 362 | |
| 7 | 362 | |
| 6 | 362 | |
| 5 | 362 |
Latitude
Real number (ℝ)
| Distinct | 564 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.84807 |
| Minimum | 19.4308 |
|---|---|
| Maximum | 64.84593 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 19.4308 |
|---|---|
| 5-th percentile | 30.229653 |
| Q1 | 35.03146 |
| median | 38.63114 |
| Q3 | 42.295824 |
| 95-th percentile | 47.22634 |
| Maximum | 64.84593 |
| Range | 45.41513 |
| Interquartile range (IQR) | 7.264364 |
Descriptive statistics
| Standard deviation | 5.753935 |
|---|---|
| Coefficient of variation (CV) | 0.14811379 |
| Kurtosis | 4.4046952 |
| Mean | 38.84807 |
| Median Absolute Deviation (MAD) | 3.61031 |
| Skewness | 1.1495656 |
| Sum | 8112603.7 |
| Variance | 33.107768 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38.5486 | 4970 | 2.4% |
| 64.762641 | 1086 | 0.5% |
| 38.11999 | 964 | 0.5% |
| 29.30265 | 848 | 0.4% |
| 64.84569 | 724 | 0.3% |
| 64.84593 | 724 | 0.3% |
| 41.634104 | 724 | 0.3% |
| 35.642943 | 722 | 0.3% |
| 41.401459 | 546 | 0.3% |
| 40.969112 | 546 | 0.3% |
| Other values (554) | 196975 |
| Value | Count | Frequency (%) |
| 19.4308 | 486 | |
| 27.422433 | 26 | < 0.1% |
| 27.501826 | 362 | |
| 27.96565 | 344 | |
| 28.88044 | 360 | |
| 28.964394 | 362 | |
| 29.1307 | 362 | |
| 29.162997 | 362 | |
| 29.254474 | 62 | < 0.1% |
| 29.275381 | 356 |
| Value | Count | Frequency (%) |
| 64.84593 | 724 | |
| 64.84569 | 724 | |
| 64.762641 | 1086 | |
| 63.7232 | 486 | |
| 58.388497 | 360 | 0.2% |
| 48.848065 | 362 | 0.2% |
| 48.64193 | 406 | 0.2% |
| 48.544448 | 362 | 0.2% |
| 48.5103 | 468 | |
| 48.41252 | 442 |
Longitude
Real number (ℝ)
| Distinct | 564 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -100.42812 |
| Minimum | -155.2578 |
|---|---|
| Maximum | -67.615495 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 208829 |
| Negative (%) | 100.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | -155.2578 |
|---|---|
| 5-th percentile | -122.30863 |
| Q1 | -115.25333 |
| median | -97.431052 |
| Q3 | -87.321667 |
| 95-th percentile | -75.797317 |
| Maximum | -67.615495 |
| Range | 87.642305 |
| Interquartile range (IQR) | 27.931666 |
Descriptive statistics
| Standard deviation | 16.523901 |
|---|---|
| Coefficient of variation (CV) | -0.1645346 |
| Kurtosis | -0.38737006 |
| Mean | -100.42812 |
| Median Absolute Deviation (MAD) | 13.602115 |
| Skewness | -0.26632568 |
| Sum | -20972304 |
| Variance | 273.0393 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -90.83725 | 4970 | 2.4% |
| -147.310279 | 1086 | 0.5% |
| -90.28214 | 964 | 0.5% |
| -103.17781 | 848 | 0.4% |
| -147.727413 | 724 | 0.3% |
| -147.69327 | 724 | 0.3% |
| -87.101452 | 724 | 0.3% |
| -117.715066 | 722 | 0.3% |
| -91.068449 | 546 | 0.3% |
| -95.044951 | 546 | 0.3% |
| Other values (554) | 196975 |
| Value | Count | Frequency (%) |
| -155.2578 | 486 | |
| -148.9676 | 486 | |
| -147.727413 | 724 | |
| -147.69327 | 724 | |
| -147.310279 | 1086 | |
| -134.567237 | 360 | 0.2% |
| -124.62491 | 362 | 0.2% |
| -123.348466 | 424 | 0.2% |
| -123.1211 | 546 | |
| -123.017704 | 546 |
| Value | Count | Frequency (%) |
| -67.615495 | 542 | |
| -68.22698 | 410 | |
| -68.2609 | 544 | |
| -70.713958 | 244 | |
| -70.748017 | 354 | |
| -71.0826 | 362 | |
| -71.36097 | 362 | |
| -71.38014 | 272 | |
| -71.412968 | 362 | |
| -71.423705 | 362 |
Datum
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| WGS84 | |
|---|---|
| NAD83 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1044145 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NAD83 |
|---|---|
| 2nd row | NAD83 |
| 3rd row | NAD83 |
| 4th row | NAD83 |
| 5th row | NAD83 |
Common Values
| Value | Count | Frequency (%) |
| WGS84 | 139070 | |
| NAD83 | 69759 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| wgs84 | 139070 | |
| nad83 | 69759 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 208829 | |
| W | 139070 | |
| G | 139070 | |
| S | 139070 | |
| 4 | 139070 | |
| N | 69759 | 6.7% |
| A | 69759 | 6.7% |
| D | 69759 | 6.7% |
| 3 | 69759 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 626487 | |
| Decimal Number | 417658 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 139070 | |
| G | 139070 | |
| S | 139070 | |
| N | 69759 | |
| A | 69759 | |
| D | 69759 |
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 208829 | |
| 4 | 139070 | |
| 3 | 69759 | 16.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 626487 | |
| Common | 417658 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| W | 139070 | |
| G | 139070 | |
| S | 139070 | |
| N | 69759 | |
| A | 69759 | |
| D | 69759 |
Common
| Value | Count | Frequency (%) |
| 8 | 208829 | |
| 4 | 139070 | |
| 3 | 69759 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1044145 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 8 | 208829 | |
| W | 139070 | |
| G | 139070 | |
| S | 139070 | |
| 4 | 139070 | |
| N | 69759 | 6.7% |
| A | 69759 | 6.7% |
| D | 69759 | 6.7% |
| 3 | 69759 | 6.7% |
Parameter Name
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Wind Direction - Resultant | |
|---|---|
| Wind Speed - Resultant |
Length
| Max length | 26 |
|---|---|
| Median length | 26 |
| Mean length | 24.009261 |
| Min length | 22 |
Characters and Unicode
| Total characters | 5013830 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Wind Speed - Resultant |
|---|---|
| 2nd row | Wind Speed - Resultant |
| 3rd row | Wind Speed - Resultant |
| 4th row | Wind Speed - Resultant |
| 5th row | Wind Speed - Resultant |
Common Values
| Value | Count | Frequency (%) |
| Wind Direction - Resultant | 104898 | |
| Wind Speed - Resultant | 103931 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| wind | 208829 | |
| 208829 | ||
| resultant | 208829 | |
| direction | 104898 | |
| speed | 103931 |
Most occurring characters
| Value | Count | Frequency (%) |
| 626487 | ||
| t | 522556 | |
| n | 522556 | |
| e | 521589 | |
| i | 418625 | 8.3% |
| d | 312760 | 6.2% |
| R | 208829 | 4.2% |
| a | 208829 | 4.2% |
| l | 208829 | 4.2% |
| u | 208829 | 4.2% |
| Other values (9) | 1253941 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3552027 | |
| Space Separator | 626487 | 12.5% |
| Uppercase Letter | 626487 | 12.5% |
| Dash Punctuation | 208829 | 4.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 522556 | |
| n | 522556 | |
| e | 521589 | |
| i | 418625 | |
| d | 312760 | |
| a | 208829 | 5.9% |
| l | 208829 | 5.9% |
| u | 208829 | 5.9% |
| s | 208829 | 5.9% |
| o | 104898 | 3.0% |
| Other values (3) | 313727 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 208829 | |
| W | 208829 | |
| D | 104898 | |
| S | 103931 |
Space Separator
| Value | Count | Frequency (%) |
| 626487 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 208829 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4178514 | |
| Common | 835316 | 16.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 522556 | |
| n | 522556 | |
| e | 521589 | |
| i | 418625 | |
| d | 312760 | 7.5% |
| R | 208829 | 5.0% |
| a | 208829 | 5.0% |
| l | 208829 | 5.0% |
| u | 208829 | 5.0% |
| s | 208829 | 5.0% |
| Other values (7) | 836283 |
Common
| Value | Count | Frequency (%) |
| 626487 | ||
| - | 208829 | 25.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5013830 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 626487 | ||
| t | 522556 | |
| n | 522556 | |
| e | 521589 | |
| i | 418625 | 8.3% |
| d | 312760 | 6.2% |
| R | 208829 | 4.2% |
| a | 208829 | 4.2% |
| l | 208829 | 4.2% |
| u | 208829 | 4.2% |
| Other values (9) | 1253941 |
Sample Duration
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| 1 HOUR | |
|---|---|
| 30 MINUTE | 243 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.0034909 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1253703 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 HOUR |
|---|---|
| 2nd row | 1 HOUR |
| 3rd row | 1 HOUR |
| 4th row | 1 HOUR |
| 5th row | 1 HOUR |
Common Values
| Value | Count | Frequency (%) |
| 1 HOUR | 208586 | |
| 30 MINUTE | 243 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 208586 | |
| hour | 208586 | |
| 30 | 243 | 0.1% |
| minute | 243 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 208829 | ||
| U | 208829 | |
| 1 | 208586 | |
| H | 208586 | |
| O | 208586 | |
| R | 208586 | |
| 3 | 243 | < 0.1% |
| 0 | 243 | < 0.1% |
| M | 243 | < 0.1% |
| I | 243 | < 0.1% |
| Other values (3) | 729 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 835802 | |
| Decimal Number | 209072 | 16.7% |
| Space Separator | 208829 | 16.7% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 208829 | |
| H | 208586 | |
| O | 208586 | |
| R | 208586 | |
| M | 243 | < 0.1% |
| I | 243 | < 0.1% |
| N | 243 | < 0.1% |
| T | 243 | < 0.1% |
| E | 243 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 208586 | |
| 3 | 243 | 0.1% |
| 0 | 243 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 208829 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 835802 | |
| Common | 417901 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 208829 | |
| H | 208586 | |
| O | 208586 | |
| R | 208586 | |
| M | 243 | < 0.1% |
| I | 243 | < 0.1% |
| N | 243 | < 0.1% |
| T | 243 | < 0.1% |
| E | 243 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| 208829 | ||
| 1 | 208586 | |
| 3 | 243 | 0.1% |
| 0 | 243 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1253703 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 208829 | ||
| U | 208829 | |
| 1 | 208586 | |
| H | 208586 | |
| O | 208586 | |
| R | 208586 | |
| 3 | 243 | < 0.1% |
| 0 | 243 | < 0.1% |
| M | 243 | < 0.1% |
| I | 243 | < 0.1% |
| Other values (3) | 729 | 0.1% |
Pollutant Standard
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 208829 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.6 MiB |
Date Local
Date
| Distinct | 273 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Minimum | 2023-01-01 00:00:00 |
|---|---|
| Maximum | 2023-09-30 00:00:00 |
Histogram with fixed size bins (bins=50)
Units of Measure
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Degrees Compass | |
|---|---|
| Knots |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 10.023153 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2093125 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Knots |
|---|---|
| 2nd row | Knots |
| 3rd row | Knots |
| 4th row | Knots |
| 5th row | Knots |
Common Values
| Value | Count | Frequency (%) |
| Degrees Compass | 104898 | |
| Knots | 103931 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| degrees | 104898 | |
| compass | 104898 | |
| knots | 103931 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 418625 | |
| e | 314694 | |
| o | 208829 | |
| D | 104898 | 5.0% |
| g | 104898 | 5.0% |
| r | 104898 | 5.0% |
| 104898 | 5.0% | |
| C | 104898 | 5.0% |
| m | 104898 | 5.0% |
| p | 104898 | 5.0% |
| Other values (4) | 416691 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1674500 | |
| Uppercase Letter | 313727 | 15.0% |
| Space Separator | 104898 | 5.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 418625 | |
| e | 314694 | |
| o | 208829 | |
| g | 104898 | 6.3% |
| r | 104898 | 6.3% |
| m | 104898 | 6.3% |
| p | 104898 | 6.3% |
| a | 104898 | 6.3% |
| n | 103931 | 6.2% |
| t | 103931 | 6.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 104898 | |
| C | 104898 | |
| K | 103931 |
Space Separator
| Value | Count | Frequency (%) |
| 104898 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1988227 | |
| Common | 104898 | 5.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 418625 | |
| e | 314694 | |
| o | 208829 | |
| D | 104898 | 5.3% |
| g | 104898 | 5.3% |
| r | 104898 | 5.3% |
| C | 104898 | 5.3% |
| m | 104898 | 5.3% |
| p | 104898 | 5.3% |
| a | 104898 | 5.3% |
| Other values (3) | 311793 |
Common
| Value | Count | Frequency (%) |
| 104898 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2093125 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 418625 | |
| e | 314694 | |
| o | 208829 | |
| D | 104898 | 5.0% |
| g | 104898 | 5.0% |
| r | 104898 | 5.0% |
| 104898 | 5.0% | |
| C | 104898 | 5.0% |
| m | 104898 | 5.0% |
| p | 104898 | 5.0% |
| Other values (4) | 416691 |
Event Type
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 208829 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.6 MiB |
Observation Count
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.706506 |
| Minimum | 1 |
|---|---|
| Maximum | 48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 24 |
| median | 24 |
| Q3 | 24 |
| 95-th percentile | 24 |
| Maximum | 48 |
| Range | 47 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0882261 |
|---|---|
| Coefficient of variation (CV) | 0.088086622 |
| Kurtosis | 66.878126 |
| Mean | 23.706506 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -4.1547214 |
| Sum | 4950606 |
| Variance | 4.3606881 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 24 | 197137 | |
| 23 | 3662 | 1.8% |
| 22 | 1521 | 0.7% |
| 21 | 897 | 0.4% |
| 20 | 637 | 0.3% |
| 16 | 420 | 0.2% |
| 19 | 415 | 0.2% |
| 18 | 410 | 0.2% |
| 15 | 362 | 0.2% |
| 14 | 343 | 0.2% |
| Other values (17) | 3025 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 122 | |
| 2 | 118 | |
| 3 | 97 | < 0.1% |
| 4 | 133 | |
| 5 | 124 | |
| 6 | 142 | |
| 7 | 131 | |
| 8 | 217 | |
| 9 | 194 | |
| 10 | 279 |
| Value | Count | Frequency (%) |
| 48 | 241 | 0.1% |
| 47 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 24 | 197137 | |
| 23 | 3662 | 1.8% |
| 22 | 1521 | 0.7% |
| 21 | 897 | 0.4% |
| 20 | 637 | 0.3% |
| 19 | 415 | 0.2% |
| 18 | 410 | 0.2% |
Observation Percent
Real number (ℝ)
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.669002 |
| Minimum | 4 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 96 |
| Q1 | 100 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 96 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.9758794 |
|---|---|
| Coefficient of variation (CV) | 0.080834703 |
| Kurtosis | 65.326211 |
| Mean | 98.669002 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -7.6995132 |
| Sum | 20604949 |
| Variance | 63.614653 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 100 | 197378 | |
| 96 | 3662 | 1.8% |
| 92 | 1521 | 0.7% |
| 88 | 897 | 0.4% |
| 83 | 637 | 0.3% |
| 67 | 420 | 0.2% |
| 79 | 415 | 0.2% |
| 75 | 410 | 0.2% |
| 63 | 362 | 0.2% |
| 58 | 343 | 0.2% |
| Other values (16) | 2784 | 1.3% |
| Value | Count | Frequency (%) |
| 4 | 122 | |
| 8 | 118 | |
| 13 | 97 | < 0.1% |
| 17 | 133 | |
| 21 | 124 | |
| 25 | 142 | |
| 29 | 131 | |
| 33 | 217 | |
| 38 | 194 | |
| 42 | 279 |
| Value | Count | Frequency (%) |
| 100 | 197378 | |
| 98 | 1 | < 0.1% |
| 96 | 3662 | 1.8% |
| 92 | 1521 | 0.7% |
| 88 | 897 | 0.4% |
| 83 | 637 | 0.3% |
| 79 | 415 | 0.2% |
| 75 | 410 | 0.2% |
| 71 | 320 | 0.2% |
| 67 | 420 | 0.2% |
Arithmetic Mean
Real number (ℝ)
| Distinct | 36132 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.260691 |
| Minimum | 0 |
|---|---|
| Maximum | 355 |
| Zeros | 70 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 3.9375 |
| median | 31.291667 |
| Q3 | 187.4875 |
| 95-th percentile | 268.91667 |
| Maximum | 355 |
| Range | 355 |
| Interquartile range (IQR) | 183.55 |
Descriptive statistics
| Standard deviation | 101.1748 |
|---|---|
| Coefficient of variation (CV) | 1.05105 |
| Kurtosis | -1.272787 |
| Mean | 96.260691 |
| Median Absolute Deviation (MAD) | 30.483334 |
| Skewness | 0.48848888 |
| Sum | 20102024 |
| Variance | 10236.34 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.4 | 115 | 0.1% |
| 3.320833 | 104 | < 0.1% |
| 3.108333 | 103 | < 0.1% |
| 3.358333 | 102 | < 0.1% |
| 3 | 102 | < 0.1% |
| 2.454167 | 101 | < 0.1% |
| 2.7125 | 99 | < 0.1% |
| 2.8875 | 99 | < 0.1% |
| 2.3875 | 98 | < 0.1% |
| 2.925 | 98 | < 0.1% |
| Other values (36122) | 207808 |
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 0.004167 | 2 | < 0.1% |
| 0.0125 | 2 | < 0.1% |
| 0.016667 | 3 | < 0.1% |
| 0.020833 | 1 | < 0.1% |
| 0.025 | 4 | < 0.1% |
| 0.033333 | 2 | < 0.1% |
| 0.0375 | 2 | < 0.1% |
| 0.041667 | 3 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 355 | 1 | |
| 354.2 | 1 | |
| 354 | 1 | |
| 353.916667 | 1 | |
| 353.66 | 1 | |
| 352.083333 | 1 | |
| 351.958333 | 1 | |
| 351.708333 | 1 | |
| 351.695833 | 1 | |
| 351.6875 | 1 |
1st Max Value
Real number (ℝ)
| Distinct | 3125 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 154.49271 |
| Minimum | 0 |
|---|---|
| Maximum | 360 |
| Zeros | 70 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.6 |
| Q1 | 7.7 |
| median | 55 |
| Q3 | 328.4 |
| 95-th percentile | 358 |
| Maximum | 360 |
| Range | 360 |
| Interquartile range (IQR) | 320.7 |
Descriptive statistics
| Standard deviation | 153.26418 |
|---|---|
| Coefficient of variation (CV) | 0.99204795 |
| Kurtosis | -1.8027768 |
| Mean | 154.49271 |
| Median Absolute Deviation (MAD) | 53.1 |
| Skewness | 0.21474613 |
| Sum | 32262559 |
| Variance | 23489.909 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 359 | 3734 | 1.8% |
| 358 | 3149 | 1.5% |
| 357 | 2631 | 1.3% |
| 356 | 2427 | 1.2% |
| 4.3 | 2271 | 1.1% |
| 5.2 | 2192 | 1.0% |
| 6.9 | 2159 | 1.0% |
| 355 | 2100 | 1.0% |
| 354 | 1947 | 0.9% |
| 7.8 | 1945 | 0.9% |
| Other values (3115) | 184274 |
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 0.1 | 3 | < 0.1% |
| 0.2 | 8 | < 0.1% |
| 0.3 | 11 | < 0.1% |
| 0.4 | 26 | < 0.1% |
| 0.5 | 7 | < 0.1% |
| 0.6 | 73 | |
| 0.7 | 17 | < 0.1% |
| 0.8 | 102 | |
| 0.9 | 38 | < 0.1% |
| Value | Count | Frequency (%) |
| 360 | 1503 | |
| 359.9 | 149 | 0.1% |
| 359.8 | 148 | 0.1% |
| 359.7 | 136 | 0.1% |
| 359.6 | 145 | 0.1% |
| 359.5 | 129 | 0.1% |
| 359.4 | 116 | 0.1% |
| 359.3 | 147 | 0.1% |
| 359.2 | 124 | 0.1% |
| 359.1 | 135 | 0.1% |
1st Max Hour
Real number (ℝ)
ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.069473 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 11276 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 13 |
| Q3 | 17 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.6716626 |
|---|---|
| Coefficient of variation (CV) | 0.55277165 |
| Kurtosis | -0.93005189 |
| Mean | 12.069473 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.19283043 |
| Sum | 2520456 |
| Variance | 44.511081 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 14 | 12813 | 6.1% |
| 15 | 12434 | 6.0% |
| 13 | 12041 | 5.8% |
| 16 | 11760 | 5.6% |
| 23 | 11431 | 5.5% |
| 0 | 11276 | 5.4% |
| 12 | 11040 | 5.3% |
| 11 | 10414 | 5.0% |
| 17 | 10007 | 4.8% |
| 10 | 9759 | 4.7% |
| Other values (14) | 95854 |
| Value | Count | Frequency (%) |
| 0 | 11276 | |
| 1 | 7450 | |
| 2 | 6586 | |
| 3 | 6038 | |
| 4 | 5653 | |
| 5 | 5560 | |
| 6 | 5421 | |
| 7 | 6296 | |
| 8 | 7710 | |
| 9 | 8834 |
| Value | Count | Frequency (%) |
| 23 | 11431 | |
| 22 | 7665 | |
| 21 | 6996 | |
| 20 | 6730 | |
| 19 | 6667 | |
| 18 | 8248 | |
| 17 | 10007 | |
| 16 | 11760 | |
| 15 | 12434 | |
| 14 | 12813 |
AQI
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 208829 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.6 MiB |
Method Code
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.577013 |
| Minimum | 20 |
|---|---|
| Maximum | 130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 20 |
| median | 24 |
| Q3 | 65 |
| 95-th percentile | 68 |
| Maximum | 130 |
| Range | 110 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 27.716707 |
|---|---|
| Coefficient of variation (CV) | 0.63603963 |
| Kurtosis | 0.82447296 |
| Mean | 43.577013 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.99965027 |
| Sum | 9100144 |
| Variance | 768.21585 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 20 | 100880 | |
| 65 | 22859 | 10.9% |
| 68 | 17967 | 8.6% |
| 66 | 16923 | 8.1% |
| 61 | 12638 | 6.1% |
| 24 | 9490 | 4.5% |
| 63 | 8335 | 4.0% |
| 67 | 7026 | 3.4% |
| 127 | 4970 | 2.4% |
| 130 | 2835 | 1.4% |
| Other values (5) | 4906 | 2.3% |
| Value | Count | Frequency (%) |
| 20 | 100880 | |
| 21 | 724 | 0.3% |
| 22 | 844 | 0.4% |
| 24 | 9490 | 4.5% |
| 60 | 2436 | 1.2% |
| 61 | 12638 | 6.1% |
| 63 | 8335 | 4.0% |
| 65 | 22859 | 10.9% |
| 66 | 16923 | 8.1% |
| 67 | 7026 | 3.4% |
| Value | Count | Frequency (%) |
| 130 | 2835 | 1.4% |
| 129 | 360 | 0.2% |
| 127 | 4970 | 2.4% |
| 69 | 542 | 0.3% |
| 68 | 17967 | |
| 67 | 7026 | 3.4% |
| 66 | 16923 | |
| 65 | 22859 | |
| 63 | 8335 | 4.0% |
| 61 | 12638 |
Method Name
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| INSTRUMENTAL - VECTOR SUMMATION | |
|---|---|
| Instrumental - RM Young Model 05305 | |
| Instrumental - RM Young Ultrasonic Anemometer Model 86004 | |
| Instrumental - RM Young Ultrasonic Anemometer Model 81000 | |
| Instrumental - Met One Sonic Anemometer Model 50.5 | |
| Other values (12) |
Length
| Max length | 60 |
|---|---|
| Median length | 31 |
| Mean length | 37.781276 |
| Min length | 27 |
Characters and Unicode
| Total characters | 7889826 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Instrumental - RM Young Model 05103 |
|---|---|
| 2nd row | Instrumental - RM Young Model 05103 |
| 3rd row | Instrumental - RM Young Model 05103 |
| 4th row | Instrumental - RM Young Model 05103 |
| 5th row | Instrumental - RM Young Model 05103 |
Common Values
| Value | Count | Frequency (%) |
| INSTRUMENTAL - VECTOR SUMMATION | 100880 | |
| Instrumental - RM Young Model 05305 | 22859 | 10.9% |
| Instrumental - RM Young Ultrasonic Anemometer Model 86004 | 17967 | 8.6% |
| Instrumental - RM Young Ultrasonic Anemometer Model 81000 | 16923 | 8.1% |
| Instrumental - Met One Sonic Anemometer Model 50.5 | 12638 | 6.1% |
| INSTRUMENTAL - VECTOR SUMMATION LEVEL 4 | 9490 | 4.5% |
| Instrumental - Climatronics | 8335 | 4.0% |
| Instrumental - RM Young Model 05103 | 7026 | 3.4% |
| RM Young Ultrasonic Wind Sensor - Vector Average Data Logger | 2835 | 1.4% |
| Instrumental - ACOUSTIC SOUNDER | 2485 | 1.2% |
| Other values (7) | 7391 | 3.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 208829 | ||
| instrumental | 205634 | |
| vector | 115133 | |
| summation | 111938 | |
| model | 77413 | 6.9% |
| rm | 67610 | 6.0% |
| young | 67610 | 6.0% |
| anemometer | 47528 | 4.2% |
| ultrasonic | 38085 | 3.4% |
| 05305 | 22859 | 2.0% |
| Other values (24) | 157318 |
Most occurring characters
| Value | Count | Frequency (%) |
| 911128 | 11.5% | |
| M | 496862 | 6.3% |
| T | 457692 | 5.8% |
| n | 377272 | 4.8% |
| e | 355169 | 4.5% |
| N | 345754 | 4.4% |
| I | 323084 | 4.1% |
| R | 298941 | 3.8% |
| t | 296482 | 3.8% |
| A | 282956 | 3.6% |
| Other values (33) | 3744486 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3717016 | |
| Lowercase Letter | 2658078 | |
| Space Separator | 911128 | 11.5% |
| Decimal Number | 382137 | 4.8% |
| Dash Punctuation | 208829 | 2.6% |
| Other Punctuation | 12638 | 0.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 496862 | |
| T | 457692 | |
| N | 345754 | |
| I | 323084 | |
| R | 298941 | |
| A | 282956 | |
| U | 274386 | |
| S | 255474 | |
| E | 253447 | |
| O | 247538 | |
| Other values (6) | 480882 |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 377272 | |
| e | 355169 | |
| t | 296482 | |
| o | 262278 | |
| l | 217480 | |
| r | 199023 | |
| m | 194602 | |
| u | 158821 | |
| a | 155066 | |
| s | 143984 | 5.4% |
| Other values (6) | 297901 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 159111 | |
| 5 | 80816 | |
| 8 | 34890 | 9.1% |
| 4 | 30253 | 7.9% |
| 3 | 29885 | 7.8% |
| 1 | 25033 | 6.6% |
| 6 | 17967 | 4.7% |
| 2 | 4182 | 1.1% |
Space Separator
| Value | Count | Frequency (%) |
| 911128 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 208829 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12638 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6375094 | |
| Common | 1514732 | 19.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 496862 | 7.8% |
| T | 457692 | 7.2% |
| n | 377272 | 5.9% |
| e | 355169 | 5.6% |
| N | 345754 | 5.4% |
| I | 323084 | 5.1% |
| R | 298941 | 4.7% |
| t | 296482 | 4.7% |
| A | 282956 | 4.4% |
| U | 274386 | 4.3% |
| Other values (22) | 2866496 |
Common
| Value | Count | Frequency (%) |
| 911128 | ||
| - | 208829 | 13.8% |
| 0 | 159111 | 10.5% |
| 5 | 80816 | 5.3% |
| 8 | 34890 | 2.3% |
| 4 | 30253 | 2.0% |
| 3 | 29885 | 2.0% |
| 1 | 25033 | 1.7% |
| 6 | 17967 | 1.2% |
| . | 12638 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7889826 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 911128 | 11.5% | |
| M | 496862 | 6.3% |
| T | 457692 | 5.8% |
| n | 377272 | 4.8% |
| e | 355169 | 4.5% |
| N | 345754 | 4.4% |
| I | 323084 | 4.1% |
| R | 298941 | 3.8% |
| t | 296482 | 3.8% |
| A | 282956 | 3.6% |
| Other values (33) | 3744486 |
Local Site Name
Text
MISSING
| Distinct | 547 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 4753 |
| Missing (%) | 2.3% |
| Memory size | 1.6 MiB |
Length
| Max length | 69 |
|---|---|
| Median length | 50 |
| Mean length | 20.188405 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4119969 |
|---|---|
| Distinct characters | 75 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PCI MET1 |
|---|---|
| 2nd row | PCI MET1 |
| 3rd row | PCI MET1 |
| 4th row | PCI MET1 |
| 5th row | PCI MET1 |
| Value | Count | Frequency (%) |
| 36851 | 5.6% | |
| park | 13500 | 2.1% |
| np | 12670 | 1.9% |
| site | 10524 | 1.6% |
| school | 7700 | 1.2% |
| road | 7577 | 1.2% |
| st | 7209 | 1.1% |
| of | 5888 | 0.9% |
| plant | 5692 | 0.9% |
| labadie | 5332 | 0.8% |
| Other values (979) | 543276 |
Most occurring characters
| Value | Count | Frequency (%) |
| 454017 | 11.0% | |
| e | 254333 | 6.2% |
| a | 230711 | 5.6% |
| o | 193482 | 4.7% |
| n | 173498 | 4.2% |
| t | 172379 | 4.2% |
| r | 161802 | 3.9% |
| i | 146815 | 3.6% |
| l | 136142 | 3.3% |
| S | 121022 | 2.9% |
| Other values (65) | 2075768 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2054273 | |
| Uppercase Letter | 1423891 | |
| Space Separator | 454017 | 11.0% |
| Dash Punctuation | 62963 | 1.5% |
| Decimal Number | 57785 | 1.4% |
| Other Punctuation | 54466 | 1.3% |
| Close Punctuation | 6287 | 0.2% |
| Open Punctuation | 6287 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 254333 | |
| a | 230711 | |
| o | 193482 | |
| n | 173498 | |
| t | 172379 | |
| r | 161802 | 7.9% |
| i | 146815 | 7.1% |
| l | 136142 | 6.6% |
| s | 108289 | 5.3% |
| d | 65746 | 3.2% |
| Other values (16) | 411076 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 121022 | 8.5% |
| E | 111702 | 7.8% |
| A | 111097 | 7.8% |
| R | 105449 | 7.4% |
| N | 98353 | 6.9% |
| C | 86194 | 6.1% |
| P | 83153 | 5.8% |
| O | 81698 | 5.7% |
| T | 76665 | 5.4% |
| L | 76527 | 5.4% |
| Other values (16) | 472031 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 12070 | |
| 1 | 11754 | |
| 0 | 7524 | |
| 4 | 7104 | |
| 5 | 5102 | |
| 3 | 4516 | 7.8% |
| 7 | 3386 | 5.9% |
| 6 | 2886 | 5.0% |
| 9 | 2621 | 4.5% |
| 8 | 822 | 1.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 16034 | |
| , | 11210 | |
| " | 9940 | |
| / | 6004 | 11.0% |
| & | 3966 | 7.3% |
| # | 3570 | 6.6% |
| ' | 2840 | 5.2% |
| : | 542 | 1.0% |
| ; | 360 | 0.7% |
Space Separator
| Value | Count | Frequency (%) |
| 454017 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 62963 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6287 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6287 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3478164 | |
| Common | 641805 | 15.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 254333 | 7.3% |
| a | 230711 | 6.6% |
| o | 193482 | 5.6% |
| n | 173498 | 5.0% |
| t | 172379 | 5.0% |
| r | 161802 | 4.7% |
| i | 146815 | 4.2% |
| l | 136142 | 3.9% |
| S | 121022 | 3.5% |
| E | 111702 | 3.2% |
| Other values (42) | 1776278 |
Common
| Value | Count | Frequency (%) |
| 454017 | ||
| - | 62963 | 9.8% |
| . | 16034 | 2.5% |
| 2 | 12070 | 1.9% |
| 1 | 11754 | 1.8% |
| , | 11210 | 1.7% |
| " | 9940 | 1.5% |
| 0 | 7524 | 1.2% |
| 4 | 7104 | 1.1% |
| ) | 6287 | 1.0% |
| Other values (13) | 42902 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4119969 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 454017 | 11.0% | |
| e | 254333 | 6.2% |
| a | 230711 | 5.6% |
| o | 193482 | 4.7% |
| n | 173498 | 4.2% |
| t | 172379 | 4.2% |
| r | 161802 | 3.9% |
| i | 146815 | 3.6% |
| l | 136142 | 3.3% |
| S | 121022 | 2.9% |
| Other values (65) | 2075768 |
Address
Text
| Distinct | 563 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 362 |
| Missing (%) | 0.2% |
| Memory size | 1.6 MiB |
Length
| Max length | 86 |
|---|---|
| Median length | 68 |
| Mean length | 31.114397 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6486325 |
|---|---|
| Distinct characters | 78 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Jack Springs Rd |
|---|---|
| 2nd row | Jack Springs Rd |
| 3rd row | Jack Springs Rd |
| 4th row | Jack Springs Rd |
| 5th row | Jack Springs Rd |
| Value | Count | Frequency (%) |
| road | 29185 | 2.6% |
| st | 28096 | 2.5% |
| rd | 21014 | 1.9% |
| park | 16794 | 1.5% |
| street | 15058 | 1.4% |
| ave | 15040 | 1.4% |
| 14713 | 1.3% | |
| south | 12810 | 1.2% |
| of | 12407 | 1.1% |
| n | 11994 | 1.1% |
| Other values (1564) | 933247 |
Most occurring characters
| Value | Count | Frequency (%) |
| 917078 | 14.1% | |
| A | 253536 | 3.9% |
| E | 241957 | 3.7% |
| e | 238064 | 3.7% |
| R | 213663 | 3.3% |
| a | 205009 | 3.2% |
| S | 195721 | 3.0% |
| O | 193287 | 3.0% |
| N | 184374 | 2.8% |
| T | 174738 | 2.7% |
| Other values (68) | 3668898 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2592703 | |
| Lowercase Letter | 1858472 | |
| Space Separator | 917078 | 14.1% |
| Decimal Number | 817118 | 12.6% |
| Other Punctuation | 234858 | 3.6% |
| Open Punctuation | 21185 | 0.3% |
| Close Punctuation | 21185 | 0.3% |
| Dash Punctuation | 18394 | 0.3% |
| Math Symbol | 5332 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 253536 | 9.8% |
| E | 241957 | 9.3% |
| R | 213663 | 8.2% |
| S | 195721 | 7.5% |
| O | 193287 | 7.5% |
| N | 184374 | 7.1% |
| T | 174738 | 6.7% |
| L | 135570 | 5.2% |
| I | 131263 | 5.1% |
| C | 116211 | 4.5% |
| Other values (16) | 752383 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 238064 | |
| a | 205009 | |
| t | 170031 | |
| o | 161628 | |
| r | 144480 | 7.8% |
| n | 139081 | 7.5% |
| i | 131469 | 7.1% |
| l | 102885 | 5.5% |
| d | 84325 | 4.5% |
| s | 80730 | 4.3% |
| Other values (16) | 400770 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 149395 | |
| 1 | 129367 | |
| 5 | 94404 | |
| 3 | 89538 | |
| 2 | 88694 | |
| 4 | 65662 | |
| 6 | 55057 | 6.7% |
| 7 | 52281 | 6.4% |
| 9 | 49355 | 6.0% |
| 8 | 43365 | 5.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 129521 | |
| . | 65456 | |
| / | 10368 | 4.4% |
| " | 9940 | 4.2% |
| & | 8937 | 3.8% |
| : | 6462 | 2.8% |
| ' | 2116 | 0.9% |
| # | 1696 | 0.7% |
| @ | 362 | 0.2% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 20213 | |
| [ | 972 | 4.6% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 20213 | |
| ] | 972 | 4.6% |
Space Separator
| Value | Count | Frequency (%) |
| 917078 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 18394 |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 5332 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4451175 | |
| Common | 2035150 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 253536 | 5.7% |
| E | 241957 | 5.4% |
| e | 238064 | 5.3% |
| R | 213663 | 4.8% |
| a | 205009 | 4.6% |
| S | 195721 | 4.4% |
| O | 193287 | 4.3% |
| N | 184374 | 4.1% |
| T | 174738 | 3.9% |
| t | 170031 | 3.8% |
| Other values (42) | 2380795 |
Common
| Value | Count | Frequency (%) |
| 917078 | ||
| 0 | 149395 | 7.3% |
| , | 129521 | 6.4% |
| 1 | 129367 | 6.4% |
| 5 | 94404 | 4.6% |
| 3 | 89538 | 4.4% |
| 2 | 88694 | 4.4% |
| 4 | 65662 | 3.2% |
| . | 65456 | 3.2% |
| 6 | 55057 | 2.7% |
| Other values (16) | 250978 | 12.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6486325 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 917078 | 14.1% | |
| A | 253536 | 3.9% |
| E | 241957 | 3.7% |
| e | 238064 | 3.7% |
| R | 213663 | 3.3% |
| a | 205009 | 3.2% |
| S | 195721 | 3.0% |
| O | 193287 | 3.0% |
| N | 184374 | 2.8% |
| T | 174738 | 2.7% |
| Other values (68) | 3668898 |
State Name
Categorical
| Distinct | 47 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| California | |
|---|---|
| Texas | |
| Arizona | 11734 |
| Michigan | 11574 |
| Missouri | 11048 |
| Other values (42) |
Length
| Max length | 20 |
|---|---|
| Median length | 13 |
| Mean length | 7.7606415 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1620647 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Alabama |
|---|---|
| 2nd row | Alabama |
| 3rd row | Alabama |
| 4th row | Alabama |
| 5th row | Alabama |
Common Values
| Value | Count | Frequency (%) |
| California | 30874 | 14.8% |
| Texas | 21448 | 10.3% |
| Arizona | 11734 | 5.6% |
| Michigan | 11574 | 5.5% |
| Missouri | 11048 | 5.3% |
| Iowa | 9074 | 4.3% |
| Colorado | 9008 | 4.3% |
| Maryland | 8712 | 4.2% |
| Nevada | 8227 | 3.9% |
| Oregon | 7185 | 3.4% |
| Other values (37) | 79945 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| california | 30874 | 13.9% |
| texas | 21448 | 9.7% |
| arizona | 11734 | 5.3% |
| michigan | 11574 | 5.2% |
| missouri | 11048 | 5.0% |
| iowa | 9074 | 4.1% |
| colorado | 9008 | 4.1% |
| maryland | 8712 | 3.9% |
| nevada | 8227 | 3.7% |
| oregon | 7185 | 3.2% |
| Other values (41) | 92744 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 240126 | |
| i | 183865 | 11.3% |
| o | 157599 | 9.7% |
| n | 143612 | 8.9% |
| r | 96983 | 6.0% |
| s | 84003 | 5.2% |
| e | 72464 | 4.5% |
| l | 67413 | 4.2% |
| C | 46209 | 2.9% |
| d | 41101 | 2.5% |
| Other values (34) | 487272 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1386220 | |
| Uppercase Letter | 221628 | 13.7% |
| Space Separator | 12799 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 240126 | |
| i | 183865 | |
| o | 157599 | |
| n | 143612 | |
| r | 96983 | 7.0% |
| s | 84003 | 6.1% |
| e | 72464 | 5.2% |
| l | 67413 | 4.9% |
| d | 41101 | 3.0% |
| h | 41099 | 3.0% |
| Other values (14) | 257955 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 46209 | |
| M | 39116 | |
| I | 23770 | |
| T | 23548 | |
| N | 17383 | 7.8% |
| A | 16021 | 7.2% |
| W | 15956 | 7.2% |
| O | 15491 | 7.0% |
| G | 5062 | 2.3% |
| D | 4162 | 1.9% |
| Other values (9) | 14910 | 6.7% |
Space Separator
| Value | Count | Frequency (%) |
| 12799 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1607848 | |
| Common | 12799 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 240126 | |
| i | 183865 | 11.4% |
| o | 157599 | 9.8% |
| n | 143612 | 8.9% |
| r | 96983 | 6.0% |
| s | 84003 | 5.2% |
| e | 72464 | 4.5% |
| l | 67413 | 4.2% |
| C | 46209 | 2.9% |
| d | 41101 | 2.6% |
| Other values (33) | 474473 |
Common
| Value | Count | Frequency (%) |
| 12799 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1620647 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 240126 | |
| i | 183865 | 11.3% |
| o | 157599 | 9.7% |
| n | 143612 | 8.9% |
| r | 96983 | 6.0% |
| s | 84003 | 5.2% |
| e | 72464 | 4.5% |
| l | 67413 | 4.2% |
| C | 46209 | 2.9% |
| d | 41101 | 2.5% |
| Other values (34) | 487272 |
County Name
Text
| Distinct | 290 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
Length
| Max length | 21 |
|---|---|
| Median length | 15 |
| Mean length | 7.2798175 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1520237 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Escambia |
|---|---|
| 2nd row | Escambia |
| 3rd row | Escambia |
| 4th row | Escambia |
| 5th row | Escambia |
| Value | Count | Frequency (%) |
| clark | 8619 | 3.6% |
| inyo | 6396 | 2.7% |
| maricopa | 6294 | 2.6% |
| franklin | 5332 | 2.2% |
| san | 5120 | 2.1% |
| pima | 3982 | 1.6% |
| harris | 3946 | 1.6% |
| santa | 3664 | 1.5% |
| barbara | 3372 | 1.4% |
| luis | 3004 | 1.2% |
| Other values (305) | 191616 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 190903 | 12.6% |
| n | 126078 | 8.3% |
| r | 123519 | 8.1% |
| e | 115859 | 7.6% |
| o | 109860 | 7.2% |
| i | 85823 | 5.6% |
| l | 73679 | 4.8% |
| t | 67687 | 4.5% |
| s | 62283 | 4.1% |
| k | 36920 | 2.4% |
| Other values (41) | 527626 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1240136 | |
| Uppercase Letter | 241769 | 15.9% |
| Space Separator | 35896 | 2.4% |
| Other Punctuation | 2436 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 190903 | |
| n | 126078 | |
| r | 123519 | |
| e | 115859 | |
| o | 109860 | |
| i | 85823 | 6.9% |
| l | 73679 | 5.9% |
| t | 67687 | 5.5% |
| s | 62283 | 5.0% |
| k | 36920 | 3.0% |
| Other values (15) | 247525 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 24658 | 10.2% |
| M | 23927 | 9.9% |
| S | 22622 | 9.4% |
| B | 20338 | 8.4% |
| H | 15956 | 6.6% |
| P | 14891 | 6.2% |
| L | 13404 | 5.5% |
| F | 12699 | 5.3% |
| W | 11896 | 4.9% |
| D | 9820 | 4.1% |
| Other values (13) | 71558 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1352 | |
| ' | 1084 |
Space Separator
| Value | Count | Frequency (%) |
| 35896 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1481905 | |
| Common | 38332 | 2.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 190903 | 12.9% |
| n | 126078 | 8.5% |
| r | 123519 | 8.3% |
| e | 115859 | 7.8% |
| o | 109860 | 7.4% |
| i | 85823 | 5.8% |
| l | 73679 | 5.0% |
| t | 67687 | 4.6% |
| s | 62283 | 4.2% |
| k | 36920 | 2.5% |
| Other values (38) | 489294 |
Common
| Value | Count | Frequency (%) |
| 35896 | ||
| . | 1352 | 3.5% |
| ' | 1084 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1520237 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 190903 | 12.6% |
| n | 126078 | 8.3% |
| r | 123519 | 8.1% |
| e | 115859 | 7.6% |
| o | 109860 | 7.2% |
| i | 85823 | 5.6% |
| l | 73679 | 4.8% |
| t | 67687 | 4.5% |
| s | 62283 | 4.1% |
| k | 36920 | 2.4% |
| Other values (41) | 527626 |
City Name
Text
| Distinct | 322 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
Length
| Max length | 50 |
|---|---|
| Median length | 41 |
| Mean length | 10.606798 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2215007 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Not in a city |
|---|---|
| 2nd row | Not in a city |
| 3rd row | Not in a city |
| 4th row | Not in a city |
| 5th row | Not in a city |
| Value | Count | Frequency (%) |
| city | 68281 | 15.0% |
| not | 63927 | 14.0% |
| a | 63927 | 14.0% |
| in | 63927 | 14.0% |
| las | 2916 | 0.6% |
| vegas | 2916 | 0.6% |
| houston | 2624 | 0.6% |
| tucson | 2534 | 0.6% |
| phoenix | 2494 | 0.5% |
| park | 2118 | 0.5% |
| Other values (375) | 180922 |
Most occurring characters
| Value | Count | Frequency (%) |
| 247757 | 11.2% | |
| i | 206784 | 9.3% |
| t | 200830 | 9.1% |
| a | 185782 | 8.4% |
| o | 177278 | 8.0% |
| n | 170635 | 7.7% |
| e | 128100 | 5.8% |
| c | 90281 | 4.1% |
| r | 84790 | 3.8% |
| y | 79408 | 3.6% |
| Other values (45) | 643362 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1692059 | |
| Uppercase Letter | 261131 | 11.8% |
| Space Separator | 247757 | 11.2% |
| Open Punctuation | 6369 | 0.3% |
| Close Punctuation | 6369 | 0.3% |
| Other Punctuation | 1200 | 0.1% |
| Dash Punctuation | 122 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 206784 | |
| t | 200830 | |
| a | 185782 | |
| o | 177278 | |
| n | 170635 | |
| e | 128100 | |
| c | 90281 | 5.3% |
| r | 84790 | 5.0% |
| y | 79408 | 4.7% |
| l | 76524 | 4.5% |
| Other values (16) | 291647 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 69394 | |
| C | 20368 | 7.8% |
| P | 16761 | 6.4% |
| M | 13497 | 5.2% |
| S | 13474 | 5.2% |
| B | 12010 | 4.6% |
| L | 11710 | 4.5% |
| D | 10892 | 4.2% |
| H | 10274 | 3.9% |
| R | 10055 | 3.9% |
| Other values (14) | 72696 |
Space Separator
| Value | Count | Frequency (%) |
| 247757 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6369 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6369 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 122 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1953190 | |
| Common | 261817 | 11.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 206784 | 10.6% |
| t | 200830 | 10.3% |
| a | 185782 | 9.5% |
| o | 177278 | 9.1% |
| n | 170635 | 8.7% |
| e | 128100 | 6.6% |
| c | 90281 | 4.6% |
| r | 84790 | 4.3% |
| y | 79408 | 4.1% |
| l | 76524 | 3.9% |
| Other values (40) | 552778 |
Common
| Value | Count | Frequency (%) |
| 247757 | ||
| ( | 6369 | 2.4% |
| ) | 6369 | 2.4% |
| . | 1200 | 0.5% |
| - | 122 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2215007 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 247757 | 11.2% | |
| i | 206784 | 9.3% |
| t | 200830 | 9.1% |
| a | 185782 | 8.4% |
| o | 177278 | 8.0% |
| n | 170635 | 7.7% |
| e | 128100 | 5.8% |
| c | 90281 | 4.1% |
| r | 84790 | 3.8% |
| y | 79408 | 3.6% |
| Other values (45) | 643362 |
CBSA Name
Text
MISSING
| Distinct | 193 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 23740 |
| Missing (%) | 11.4% |
| Memory size | 1.6 MiB |
Length
| Max length | 45 |
|---|---|
| Median length | 34 |
| Mean length | 22.353781 |
| Min length | 8 |
Characters and Unicode
| Total characters | 4137439 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fairbanks, AK |
|---|---|
| 2nd row | Fairbanks, AK |
| 3rd row | Fairbanks, AK |
| 4th row | Fairbanks, AK |
| 5th row | Fairbanks, AK |
| Value | Count | Frequency (%) |
| ca | 27510 | 5.8% |
| tx | 19882 | 4.2% |
| az | 11734 | 2.5% |
| mi | 10128 | 2.1% |
| st | 9884 | 2.1% |
| mo-il | 9098 | 1.9% |
| louis | 9098 | 1.9% |
| co | 8160 | 1.7% |
| nv | 7771 | 1.6% |
| vegas-henderson-paradise | 7409 | 1.6% |
| Other values (300) | 355391 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 314182 | 7.6% |
| 290976 | 7.0% | |
| o | 272910 | 6.6% |
| e | 241216 | 5.8% |
| n | 238484 | 5.8% |
| - | 220707 | 5.3% |
| r | 205905 | 5.0% |
| , | 185089 | 4.5% |
| s | 184692 | 4.5% |
| i | 172360 | 4.2% |
| Other values (46) | 1810918 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2504494 | |
| Uppercase Letter | 922651 | 22.3% |
| Space Separator | 290976 | 7.0% |
| Dash Punctuation | 220707 | 5.3% |
| Other Punctuation | 198611 | 4.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 314182 | |
| o | 272910 | |
| e | 241216 | |
| n | 238484 | |
| r | 205905 | |
| s | 184692 | |
| i | 172360 | 6.9% |
| l | 164537 | 6.6% |
| t | 154613 | 6.2% |
| d | 104313 | 4.2% |
| Other values (15) | 451282 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 104603 | 11.3% |
| C | 83274 | 9.0% |
| M | 63857 | 6.9% |
| I | 62468 | 6.8% |
| S | 61955 | 6.7% |
| W | 54563 | 5.9% |
| L | 52385 | 5.7% |
| T | 51284 | 5.6% |
| O | 45275 | 4.9% |
| D | 43131 | 4.7% |
| Other values (15) | 299856 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 185089 | |
| . | 12736 | 6.4% |
| / | 424 | 0.2% |
| ' | 362 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 290976 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 220707 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3427145 | |
| Common | 710294 | 17.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 314182 | 9.2% |
| o | 272910 | 8.0% |
| e | 241216 | 7.0% |
| n | 238484 | 7.0% |
| r | 205905 | 6.0% |
| s | 184692 | 5.4% |
| i | 172360 | 5.0% |
| l | 164537 | 4.8% |
| t | 154613 | 4.5% |
| A | 104603 | 3.1% |
| Other values (40) | 1373643 |
Common
| Value | Count | Frequency (%) |
| 290976 | ||
| - | 220707 | |
| , | 185089 | |
| . | 12736 | 1.8% |
| / | 424 | 0.1% |
| ' | 362 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4137439 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 314182 | 7.6% |
| 290976 | 7.0% | |
| o | 272910 | 6.6% |
| e | 241216 | 5.8% |
| n | 238484 | 5.8% |
| - | 220707 | 5.3% |
| r | 205905 | 5.0% |
| , | 185089 | 4.5% |
| s | 184692 | 4.5% |
| i | 172360 | 4.2% |
| Other values (46) | 1810918 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| State Code | County Code | Site Num | Parameter Code | POC | Latitude | Longitude | Datum | Parameter Name | Sample Duration | Pollutant Standard | Date Local | Units of Measure | Event Type | Observation Count | Observation Percent | Arithmetic Mean | 1st Max Value | 1st Max Hour | AQI | Method Code | Method Name | Local Site Name | Address | State Name | County Name | City Name | CBSA Name | Date of Last Change | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-01 | Knots | NaN | 24 | 100.0 | 1.970833 | 4.3 | 14 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| 1 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-02 | Knots | NaN | 24 | 100.0 | 4.904167 | 7.3 | 19 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| 2 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-03 | Knots | NaN | 24 | 100.0 | 7.287500 | 10.7 | 13 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| 3 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-04 | Knots | NaN | 24 | 100.0 | 4.187500 | 10.4 | 3 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| 4 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-05 | Knots | NaN | 24 | 100.0 | 3.537500 | 7.7 | 15 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| 5 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-06 | Knots | NaN | 24 | 100.0 | 1.558333 | 4.3 | 14 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| 6 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-07 | Knots | NaN | 24 | 100.0 | 2.441667 | 5.1 | 15 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| 7 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-08 | Knots | NaN | 24 | 100.0 | 2.687500 | 6.7 | 12 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| 8 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-09 | Knots | NaN | 24 | 100.0 | 4.112500 | 7.2 | 8 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| 9 | 1 | 53 | 1000 | 61103 | 1 | 31.0921 | -87.5435 | NAD83 | Wind Speed - Resultant | 1 HOUR | NaN | 2023-01-10 | Knots | NaN | 24 | 100.0 | 1.962500 | 4.8 | 15 | NaN | 67 | Instrumental - RM Young Model 05103 | PCI MET1 | Jack Springs Rd | Alabama | Escambia | Not in a city | NaN | 2023-07-18 |
| State Code | County Code | Site Num | Parameter Code | POC | Latitude | Longitude | Datum | Parameter Name | Sample Duration | Pollutant Standard | Date Local | Units of Measure | Event Type | Observation Count | Observation Percent | Arithmetic Mean | 1st Max Value | 1st Max Hour | AQI | Method Code | Method Name | Local Site Name | Address | State Name | County Name | City Name | CBSA Name | Date of Last Change | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 208819 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-22 | Degrees Compass | NaN | 24 | 100.0 | 165.375000 | 219.0 | 11 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |
| 208820 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-23 | Degrees Compass | NaN | 24 | 100.0 | 170.375000 | 248.0 | 13 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |
| 208821 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-24 | Degrees Compass | NaN | 24 | 100.0 | 195.458333 | 324.0 | 8 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |
| 208822 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-25 | Degrees Compass | NaN | 24 | 100.0 | 185.916667 | 298.0 | 9 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |
| 208823 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-26 | Degrees Compass | NaN | 24 | 100.0 | 182.333333 | 312.0 | 11 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |
| 208824 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-27 | Degrees Compass | NaN | 24 | 100.0 | 189.916667 | 330.0 | 13 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |
| 208825 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-28 | Degrees Compass | NaN | 24 | 100.0 | 211.000000 | 339.0 | 16 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |
| 208826 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-29 | Degrees Compass | NaN | 24 | 100.0 | 150.083333 | 265.0 | 7 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |
| 208827 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-30 | Degrees Compass | NaN | 24 | 100.0 | 206.500000 | 236.0 | 3 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |
| 208828 | 56 | 39 | 1013 | 61104 | 1 | 44.373056 | -110.830833 | WGS84 | Wind Direction - Resultant | 1 HOUR | NaN | 2023-08-31 | Degrees Compass | NaN | 24 | 100.0 | 163.708333 | 227.0 | 12 | NaN | 20 | INSTRUMENTAL - VECTOR SUMMATION | Yellowstone National Park - Old Faithful Snow Lodge | Yellowstone National Park - Old Faithful Snow Lodge | Wyoming | Teton | Not in a city | Jackson, WY-ID | 2023-10-19 |